Fold 3 - Understanding why coefficient 250 was selected
Tag: COCOA BUTTER
Selected Coefficient: 250
Taxonomy Path: 13.3
Taxonomy Name: Health & Beauty > Personal Care
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 250 | 1.000160 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | Yes |
| 10441443 | 1.000160 | 13.3.14.21 | 21.14.3.13 (21*79^3 + 14*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "COCOA BUTTER" tag (processing sequence 2397). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 20243 | Fresh | 10441443 | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Soap | none | 10441193 | none | |
| 20280 | Sparkling Citrus | 250 | Health & Beauty > Personal Care | none | 0 | none | |
| 2081 | African Black Soap - Hand packed - 1 lb | 0 | FACE & BODY CLEANSERS | -250 | SHEA BUTTER, BREAKOUTS/BLEMISHES |